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User Evolution Dashboard

The User Evolution Dashboard is a behavioral analytics experience designed to measure onboarding effectiveness, adoption depth, and long-term platform health.

Client: Cornerstone Information Systems, Inc. Date: 01-2026 Services: Design, UI/UX

User Evolution Dashboard displaying onboarding and adoption metrics including login rate within first 14 days, median time to first login, activation completion, and login errors. An anomaly alert banner appears at the top. A side panel labeled AI Insights shows overall health score and key engagement metrics.

User Evolution Dashboard growth section showing active user growth, modules enabled per client, NPS score, and workflow updates. Composite Health Metrics appear below. The AI Insights panel displays overall health score and metric summaries.

Composite Health Metrics section showing activation rate, 30-day retention, adoption depth score, and client health score. Below is a 6-month workflow automation usage trend line chart with anomaly markers.

AI insight modal explaining increase in users logged in within first 14 days. The modal includes performance summary, benchmark comparison, trend visualization, and contextual explanation of onboarding improvements.

Expanded AI insight modal displaying analysis, why it matters, and recommended actions including automation triggers and EDA creation options. Buttons allow users to automate the insight or create an event-driven alert.